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Habtemichael M, Molla M, Tassew B. Catastrophic out-of-pocket payments related to non-communicable disease multimorbidity and associated factors, evidence from a public referral hospital in Addis Ababa Ethiopia. BMC Health Serv Res 2024; 24:896. [PMID: 39107740 PMCID: PMC11301858 DOI: 10.1186/s12913-024-11392-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 08/01/2024] [Indexed: 08/10/2024] Open
Abstract
BACKGROUND In low and middle-income countries (LMICs), non-communicable diseases (NCDs) are on the rise and have become a significant cause of mortality. Unfortunately, accessing affordable healthcare services can prove to be challenging for individuals who are unable to bear the expenses out of their pockets. For NCDs, the treatment costs are already high, and being multimorbid further amplifies the economic burden on patients and their families. The present study seeks to bridge the gap in knowledge regarding the financial risks that come with NCD multimorbidity. It accomplishes this by examining the catastrophic out-of-pocket (OOP) expenditure levels and the factors that contribute to it at Tikur Anbesa Specialized Hospital, Addis Ababa, Ethiopia. METHODS A facility-based cross-sectional study was conducted at Tikur Anbesa Specialized Hospital between May 18 and July 22, 2020 and 392 multimorbid patients participated. The study participants were selected from the hospital's four NCD clinics using systematic random sampling. Patients' direct medical and non-medical out-of-pocket (OOP) expenditures were recorded, and the catastrophic OOP health expenditure for NCD care was estimated using various thresholds as cutoff points (5%, 10%, 15%, 20%, 25%, and 40% of both total household consumption expenditure and non-food expenditure). The collected data was entered into Epi Data version 3.1 and analyzed using STATA V 14. Descriptive statistics were utilized to present the study's findings, while logistic regression was used to examine the associations between variables. RESULTS A study was conducted on a sample of 392 patients who exhibited a range of socio-demographic and economic backgrounds. The annual out-of-pocket spending for the treatment of non-communicable disease multimorbidity was found to be $499.7 (95% CI: $440.9, $558.6) per patient. The majority of these expenses were allocated towards medical costs such as medication, diagnosis, and hospital beds. It was found that as the threshold for spending increased from 5 to 40% of total household consumption expenditure, the percentage of households facing catastrophic health expenditures (CHE) decreased from 77.55 to 10.46%. Similarly, the proportion of CHE as a percentage of non-food household expenditure decreased from 91.84 to 28.32% as the threshold increased from 5 to 40%. The study also revealed that patients who traveled to Addis Ababa for healthcare services (AOR = 7.45, 95% CI: 3.41-16.27), who were not enrolled in an insurance scheme (AOR = 4.97, 95% CI: 2.37, 10.4), who had more non-communicable diseases (AOR = 2.05, 95% CI: 1.40, 3.01), or who had more outpatient visits (AOR = 1.46, 95%CI: 1.31, 1.63) had a higher likelihood of incurring catastrophic out-of-pocket health expenditures at the 40% threshold. CONCLUSION AND RECOMMENDATION This study has revealed that patients with multiple non-communicable diseases (NCDs) frequently face substantial out-of-pocket health expenditures (CHE) due to both medical and non-medical costs. Various factors, including absence from an insurance scheme, medical follow-ups necessitating travel to Addis Ababa, multiple NCDs and outpatient visits, and utilization of both public and private facilities, increase the likelihood of incurring CHE. To mitigate the incidence of CHE for individuals with NCD multimorbidity, an integrated NCD care service delivery approach, access to affordable medications and diagnostic services in public facilities, expanded insurance coverage, and fee waiver or service exemption systems should be explored.
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Affiliation(s)
- Mizan Habtemichael
- School of Public Health, College of Heath Science, Addis Ababa University, Addis Ababa, Ethiopia.
| | - Meseret Molla
- School of Public Health, College of Heath Science, Addis Ababa University, Addis Ababa, Ethiopia
| | - Berhan Tassew
- School of Public Health, College of Heath Science, Addis Ababa University, Addis Ababa, Ethiopia
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Chen JJ, Liu LF, Chen SM. The Role of Place Attachment in the Relationship between Attitudes toward Aging and Subjective Well-Being among Community-Dwelling Older Adults in Taiwan. Healthcare (Basel) 2024; 12:981. [PMID: 38786392 PMCID: PMC11121142 DOI: 10.3390/healthcare12100981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 04/28/2024] [Accepted: 05/08/2024] [Indexed: 05/25/2024] Open
Abstract
Subjective well-being presents a societal challenge for vulnerable older adults. This study aims to investigate the mediating role of place attachment in the relationship between attitudes toward aging and subjective well-being among community-dwelling older adults in Taiwan. Two waves of investigations were conducted to examine the interplay between attitudes toward aging, subjective well-being, and place attachment among older adults. In Wave I, 1190 participants were enrolled, revealing predominantly younger cohorts with substantial educational levels. The subsequent Wave II involved 483 participants, maintaining continuity in characteristics. Subjective well-being remained moderate across waves, with prevalent positive attitudes toward aging. Place attachment scores indicated moderate to high associations. After controlling for demographics, structural equation modeling (SEM) in both waves revealed significant positive associations: attitudes toward aging influenced well-being, attitudes toward aging were positively associated with place attachment, and place attachment was positively related to well-being. Mediation testing confirmed the mediating role of place attachment in the relationship between attitudes toward aging and well-being. These findings underscore the important role of place attachment. It is evident that improving attitudes toward aging is an effective intervention which can lead to a better sense of well-being by enhancing place attachment to empower civil society.
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Affiliation(s)
- Jia-Jen Chen
- Institute of Gerontology, College of Medicine, National Cheng Kung University, Tainan 701, Taiwan;
| | - Li-Fan Liu
- Institute of Gerontology, College of Medicine, National Cheng Kung University, Tainan 701, Taiwan;
| | - She-Ming Chen
- Department of Architecture, College of Planning and Design, National Cheng Kung University, Tainan 701, Taiwan;
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Anttila S, Määttä J, Heikkala E, Arokoski J, Karppinen J, Oura P. Associations of socioeconomic and lifestyle characteristics, psychological symptoms, multimorbidity, and multisite pain with sciatica - a 15-year longitudinal study. Spine J 2024; 24:842-850. [PMID: 38211903 DOI: 10.1016/j.spinee.2023.12.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 12/03/2023] [Accepted: 12/27/2023] [Indexed: 01/13/2024]
Abstract
BACKGROUND CONTEXT Sciatica is defined as pain radiating from the low back to the leg, usually below the knee. It is a disabling condition that causes a major burden to health care and society. Previous evidence of the multifactorial etiology of sciatica comes mostly from cross-sectional studies. Larger, longitudinal studies with a multidimensional set of variables are needed. PURPOSE To examine how socioeconomic and lifestyle characteristics, psychological symptoms, multimorbidity, and multisite pain are associated with sciatica. STUDY DESIGN A longitudinal study of the Northern Finland Birth Cohort 1966. PATIENT SAMPLE In total 6,683 working-aged members of the Northern Finland Birth Cohort 1966. OUTCOME MEASURES Self-reported sciatic pain status over a 15-year study period. METHODS We conducted a 15-year longitudinal study from the age of 31 to 46. We used multivariable generalized estimation equations analysis to examine how socioeconomic characteristics (low education, unemployment, and living alone), lifestyle characteristics (overweight, obesity, current smoking, and physical inactivity), psychological symptoms (depression, anxiety), multimorbidity, and multisite pain were associated with sciatica. RESULTS At the age of 31, 21.1% of the study population reported sciatic pain and at the age of 46, 36.7%. Multisite pain was clearly the strongest factor associated with sciatica (odds ratio [OR] 2.61, 95% confidence interval [CI] 2.34‒2.92). In descending order of effect size, older age, low education, psychological symptoms, multimorbidity, overweight, obesity, physical inactivity and current smoking were positively associated with sciatica. Their ORs varied between 1.17 and 2.18. Living alone was negatively associated with sciatica (OR 0.81, 95% CI 0.72‒0.90). CONCLUSIONS Multisite pain had the strongest association with sciatica. The effect sizes of the other factors were clearly smaller. To our knowledge this is the first study to evaluate the association of multisite pain with sciatica. This finding may have considerable implications for clinical work treating patients with sciatica.
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Affiliation(s)
- Sanna Anttila
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, P.O. Box 8000, FI-90014, Oulu, Finland; Research Unit of Health Sciences and Technology, University of Oulu, P.O. Box 8000, FI-90014, Oulu, Finland.
| | - Juhani Määttä
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, P.O. Box 8000, FI-90014, Oulu, Finland; Research Unit of Health Sciences and Technology, University of Oulu, P.O. Box 8000, FI-90014, Oulu, Finland
| | - Eveliina Heikkala
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, P.O. Box 8000, FI-90014, Oulu, Finland; Research Unit of Population Health, University of Oulu, P.O. Box 8000, FI-90014, Oulu, Finland
| | - Jari Arokoski
- Department of Physical and Rehabilitation Medicine, Helsinki University Hospital, University of Helsinki, P.O. Box 4, FI-00014, Helsinki, Finland
| | - Jaro Karppinen
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, P.O. Box 8000, FI-90014, Oulu, Finland; Research Unit of Health Sciences and Technology, University of Oulu, P.O. Box 8000, FI-90014, Oulu, Finland; Finnish Institute of Occupational Health, FI-90032, Oulu, Finland; Rehabilitation Services of Wellbeing Services County of South Karelia, FI-53130, Lappeenranta, Finland
| | - Petteri Oura
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, P.O. Box 8000, FI-90014, Oulu, Finland; Research Unit of Health Sciences and Technology, University of Oulu, P.O. Box 8000, FI-90014, Oulu, Finland; Department of Forensic Medicine, University of Helsinki, P.O. Box 21, FI-00014, Helsinki, Finland; Forensic Medicine Unit, Finnish Institute for Health and Welfare, P.O. Box 30, FI-00271, Helsinki, Finland
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Onaisi R, Bezzazi A, Berthouin T, Boulet J, Hasselgard-Rowe J, Maisonneuve H. Statins for primary prevention in multimorbid patients: to prescribe or not to prescribe? A qualitative analysis of general practitioners' decision-making processes. Fam Pract 2023:cmad068. [PMID: 37463339 DOI: 10.1093/fampra/cmad068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/20/2023] Open
Abstract
INTRODUCTION A better understanding of the determinants involved in general practitioners' (GPs) decision-making processes when it comes to prescribing statins as primary prevention in patients with multimorbidity could provide insights for improving implementation of primary prevention guidelines. METHODS We conducted a qualitative study using a deductive framework-based and inductive analysis of GPs' semi-structured interviews verbatim, from which expertise profiles of prescribers were also drawn. The analytical framework was built from a pragmatic synthesis of the evidence-based medicine, Modelling using Typified Objects (MOT) model of clinical reasoning processes, Theoretical Domains Framework, and shared decision-making frameworks. RESULTS Fifteen GPs were interviewed between June 2019 and January 2020. Diabetes seemed to represent a specific motivation for deciding about statin prescription for primary prevention purposes; and in situations of multimorbidity, GPs differentiated between cardiovascular and non-cardiovascular multimorbidity. Expert prescribers seemed to have integrated the utilisation of cardiovascular risk calculation scores throughout their practice, whereas non-expert prescribers considered them difficult to interpret and preferred using more of a "rule of thumb" process. One interviewee used the risk calculation score as a support for discussing statin prescription with the patient. CONCLUSION Our results shed light on the reasons why statins remain under-prescribed for primary prevention and why non-diabetic multimorbid patients have even lower odds of being prescribed a statin. They call for a change in the use of risk assessment scores, by placing them as decision aids, to support and improve personalised shared decision-making discussions as an efficient approach to improve the implementation of recommendations about statins for primary prevention.
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Affiliation(s)
- Racha Onaisi
- Department of General Practice, University of Bordeaux, F-33000 Bordeaux, France
| | - Anaïs Bezzazi
- University College of General Medicine, University Claude Bernard Lyon 1, Lyon, France
| | - Thomas Berthouin
- University College of General Medicine, University Claude Bernard Lyon 1, Lyon, France
| | - Justine Boulet
- University College of General Medicine, University Claude Bernard Lyon 1, Lyon, France
| | | | - Hubert Maisonneuve
- University College of General Medicine, University Claude Bernard Lyon 1, Lyon, France
- University Institute for Primary Care, Faculty of Medicine, University of Geneva, Geneva, Switzerland
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Onaisi R, Dumont R, Hasselgard-Rowe J, Safar D, Haller DM, Maisonneuve H. Multimorbidity and statin prescription for primary prevention of cardiovascular diseases: A cross-sectional study in general practice in France. Front Med (Lausanne) 2023; 9:1089050. [PMID: 36698814 PMCID: PMC9868625 DOI: 10.3389/fmed.2022.1089050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 12/12/2022] [Indexed: 01/11/2023] Open
Abstract
Background Statins are a first line, evidence-based yet underprescribed treatment for cardiovascular primary prevention. In primary care settings, multimorbidity is a complex situation which makes it difficult to apply prevention guidelines. Aim To assess the associations between multimorbidity and prescription of statins in accordance with the 2016 ESC recommendations ("appropriate prescription"), and to identify the factors and conditions associated with these prescriptions. Design and setting Cross-sectional prospective study in the French region of Rhône-Alpes among 40 general practitioners and their patients. Methods We examined the association between appropriate statin prescription and several patient characteristics, including multimorbidity, using multivariate logistic regression models. Results Between August 2017 and February 2019, 327 patients were included in the study. Seventy-four (22.6%) were on statin medication and 199 (60.9%) exhibited multimorbidity, defined as ≥2 diseases. Only 22.5% of eligible patients were prescribed statins for primary prevention. Diabetes was most strongly associated with appropriate statin prescription (aOR 8.10, CI 95: 3.81-17.80). Multimorbidity was not associated with appropriate statin prescription (aOR 1.31, CI 95: 0.54-3.26), except in the presence of diabetes which defined diabetic multimorbidity (aOR 10.46, CI 95: 4.87-23.35). Conversely, non-diabetic multimorbidity was associated with lower odds of being appropriately prescribed a statin (aOR 0.26, CI 95: 0.12-0.56). Conclusion Multimorbidity, in itself, does not seem to be a determinant factor for appropriate statin prescription. The latter appears to be determined by a patient's type of multimorbidity, especially the presence or not of diabetes. Differentiating between diabetic and non-diabetic multimorbidity may be a pragmatic way for GPs to improve primary prevention in a patient-centered and shared decision-making approach.
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Affiliation(s)
- Racha Onaisi
- Department of General Practice, University of Bordeaux, Bordeaux, France,*Correspondence: Racha Onaisi,
| | - Roxane Dumont
- Unit of Population Epidemiology, Division of Primary Care Medicine, Geneva University Hospitals, Geneva, Switzerland
| | | | - David Safar
- University College of General Medicine, University Claude Bernard Lyon 1, Lyon, France
| | - Dagmar M. Haller
- Faculty of Medicine, University Institute for Primary Care, University of Geneva, Geneva, Switzerland
| | - Hubert Maisonneuve
- Faculty of Medicine, University Institute for Primary Care, University of Geneva, Geneva, Switzerland,Hubert Maisonneuve,
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Jin H, Wang Z, Guo A, Zhang H, Liu W, Zhu Y, Hua M, Shi J, Shi J, Yu D. Patterns of multimorbidity in community health centres in Shanghai, China: a retrospective, cross-sectional study based on outpatient data from 2014 to 2018. BMJ Open 2022; 12:e048727. [PMID: 36198446 PMCID: PMC9535180 DOI: 10.1136/bmjopen-2021-048727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
OBJECTIVE Caring for patients with multimorbidity is an important part of primary care. It has become increasingly relevant that understanding the spectrum of multimorbidity will help general practitioners (GPs) acquire working knowledge and improve management skills. However, there was little research on characteristics of multimorbidity in primary care in China. This study aimed to identify the spectrum of frequency, proportion and ranking of multimorbidity patterns in adult patients seen at community health centres (CHCs) in Shanghai, China. DESIGN AND SETTING This was an observational, retrospective, cross-sectional study analysis of outpatient data of 244 CHCs in Shanghai, China. PARTICIPANTS Adult patients with chronic disease who visited Shanghai CHCs during 2014-2018 were selected from Shanghai CHC electronic medical records database using the International Classification of Diseases 10th Revision codes matched to the Second Version of International Classification of Primary Care codes. PRIMARY AND SECONDARY OUTCOME MEASURES A number of adult patients with chronic disease were counted. Then frequency, proportion and rank of disease patterns of multimorbidity were analysed. RESULTS Analysis of 301 651 158 electronic health records of 5 909 280 adult patients (54.2% females) found the multimorbidity proportion to be 81.2%. The prevalence of multimorbidity increased with age, which climbed from 43.7% among those aged 19-34 to 94.9% among those more than 80 years of age. The proportion of multimorbidity was higher in females (83.2%) than males (79.7%). Vascular and metabolic diseases were the most frequent diseases for patients over 45 years old. CONCLUSIONS Multimorbidity has brought huge challenges to primary care practice in Shanghai. The Shanghai government should strengthen its support for the multitargeted prevention of chronic diseases and the improvement of GPs' management capabilities.
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Affiliation(s)
- Hua Jin
- Department of General Practice,Clinical Research Center for General Practice, Yangpu Hospital,School of Medicine,Tongji University, Shanghai, China
- Shanghai General Practice and Community Health Development Research Center, Shanghai, China
| | - Zhaoxin Wang
- Shanghai General Practice and Community Health Development Research Center, Shanghai, China
- Department of Social Medicine and Health Management, School of Public Health,Shanghai Jiaotong University School of Medicine, Shanghai, China
- School of Management, Hainan Medical University, Haikou, China
| | - Aizhen Guo
- Department of General Practice,Clinical Research Center for General Practice, Yangpu Hospital,School of Medicine,Tongji University, Shanghai, China
- Shanghai General Practice and Community Health Development Research Center, Shanghai, China
| | - Hanzhi Zhang
- Department of General Practice,Clinical Research Center for General Practice, Yangpu Hospital,School of Medicine,Tongji University, Shanghai, China
- Shanghai General Practice and Community Health Development Research Center, Shanghai, China
| | - Wei Liu
- Huangpu District Dapuqiao Community Health Center, Shanghai, China
| | - Yuqin Zhu
- Department of Emergency, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Ming Hua
- Jing'an District Daning Community Health Center, Shanghai, China
| | - Jianjun Shi
- Department of General Practice,Clinical Research Center for General Practice, Yangpu Hospital,School of Medicine,Tongji University, Shanghai, China
- Shanghai General Practice and Community Health Development Research Center, Shanghai, China
| | - Jianwei Shi
- Department of Social Medicine and Health Management, School of Public Health,Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Dehua Yu
- Department of General Practice,Clinical Research Center for General Practice, Yangpu Hospital,School of Medicine,Tongji University, Shanghai, China
- Shanghai General Practice and Community Health Development Research Center, Shanghai, China
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Schöning V, Hammann F. Drug-Disease Severity and Target-Disease Severity Interaction Networks in COVID-19 Patients. Pharmaceutics 2022; 14:pharmaceutics14091828. [PMID: 36145576 PMCID: PMC9504398 DOI: 10.3390/pharmaceutics14091828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 08/18/2022] [Accepted: 08/27/2022] [Indexed: 11/25/2022] Open
Abstract
Drug interactions with other drugs are a well-known phenomenon. Similarly, however, pre-existing drug therapy can alter the course of diseases for which it has not been prescribed. We performed network analysis on drugs and their respective targets to investigate whether there are drugs or targets with protective effects in COVID-19, making them candidates for repurposing. These networks of drug-disease interactions (DDSIs) and target-disease interactions (TDSIs) revealed a greater share of patients with diabetes and cardiac co-morbidities in the non-severe cohort treated with dipeptidyl peptidase-4 (DPP4) inhibitors. A possible protective effect of DPP4 inhibitors is also plausible on pathophysiological grounds, and our results support repositioning efforts of DPP4 inhibitors against SARS-CoV-2. At target level, we observed that the target location might have an influence on disease progression. This could potentially be attributed to disruption of functional membrane micro-domains (lipid rafts), which in turn could decrease viral entry and thus disease severity.
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Bernabeu-Wittel M, Holecki M, Tuttolomondo A, Chudek J, Battegay E. Perspectives of European internists on multimorbidity. A multinational survey. Eur J Intern Med 2022; 100:130-132. [PMID: 35164996 DOI: 10.1016/j.ejim.2022.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 02/03/2022] [Accepted: 02/08/2022] [Indexed: 11/26/2022]
Affiliation(s)
- M Bernabeu-Wittel
- Internal Medicine Department. Hospital Universitario Virgen del Rocío Sevilla Spain, Department of Medicine, University of Sevilla, Spain.
| | - M Holecki
- Department of Internal, Autoimmune and Metabolic Diseases, Medical University of Silesia, Katowice, Poland
| | - A Tuttolomondo
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (proMISE), University of Palermo, Palermo, Italy
| | - J Chudek
- Department of Internal Medicine and Oncological Chemotherapy, Medical University of Silesia, 40-029 Katowice, Poland
| | - E Battegay
- International Center for Multimorbidity and Complexity (ICMC), University of Zurich, Zurich University Hospital Basel (Department of Psychosomatic Medicine) and Merian Iselin Klinik Basel, Switzerland
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Kyprianidou M, Panagiotakos D, Makris KC, Kambanaros M, Christophi CA, Giannakou K. The Lifestyle Profile of Individuals with Cardiovascular and Endocrine Diseases in Cyprus: A Hierarchical, Classification Analysis. Nutrients 2022; 14:nu14081559. [PMID: 35458120 PMCID: PMC9027605 DOI: 10.3390/nu14081559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 04/01/2022] [Accepted: 04/05/2022] [Indexed: 02/01/2023] Open
Abstract
The study aims to explore the lifestyle profile of adult individuals with cardiovascular and endocrine diseases in Cyprus. Age and sex-specific analyses were applied. A representative sample of the general adult population was recruited during 2018–2019 using stratified sampling among the five government-controlled municipalities of the Republic of Cyprus. Data on Mediterranean diet adherence, quality of sleep, smoking status, physical activity, Body Mass Index, and the presence of cardiovascular and endocrine diseases were collected using a validated questionnaire. Diseases were classified according to the International Classification of Diseases, Tenth Revision (ICD-10). A total of 1140 men and women over 18 years old (range: 18–94) participated in the study. The prevalence of cardiovascular and endocrine diseases among the adult general population of Cyprus was 24.8% and 17.2%, respectively, with a higher prevalence of cardiovascular diseases in men, and a higher prevalence of endocrine diseases in women. Among individuals with cardiovascular disease, 23.3% were aged between 18–44 years old, while the corresponding percentage among endocrine disease individuals was 48%. The prevalence of smoking, physical activity, a low adherence to the Mediterranean diet, poor quality of sleep and obesity among the study population was 35.5%, 48.0%, 32.9%, 39.0% and 13.6%, respectively. Individuals with cardiovascular and endocrine diseases were characterized by poor quality of sleep, inadequate physical activity, and a higher BMI. This is the first study in Cyprus exploring the profile of individuals with cardiovascular and endocrine diseases in Cyprus. Health promotion and educational programs focusing on the importance of sleep quality, healthier dietary habits, physical activity, and lower BMIs among people with cardiovascular and endocrine diseases should be developed.
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Affiliation(s)
- Maria Kyprianidou
- Cyprus International Institute for Environmental and Public Health, Cyprus University of Technology, Limassol 3036, Cyprus; (M.K.); (K.C.M.); (C.A.C.)
- Department of Health Sciences, School of Sciences, European University Cyprus, Nicosia 1516, Cyprus
| | - Demosthenes Panagiotakos
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, 17676 Athens, Greece;
| | - Konstantinos C. Makris
- Cyprus International Institute for Environmental and Public Health, Cyprus University of Technology, Limassol 3036, Cyprus; (M.K.); (K.C.M.); (C.A.C.)
| | - Maria Kambanaros
- Department of Allied Health and Human Performance, University of South Australia, Adelaide, SA 5001, Australia;
| | - Costas A. Christophi
- Cyprus International Institute for Environmental and Public Health, Cyprus University of Technology, Limassol 3036, Cyprus; (M.K.); (K.C.M.); (C.A.C.)
| | - Konstantinos Giannakou
- Department of Health Sciences, School of Sciences, European University Cyprus, Nicosia 1516, Cyprus
- Correspondence: ; Tel.: +357-2255-9656
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Arnold J, Thorpe J, Mains-Mason J, Rosland AM. Empiric segmentation of high-risk patients: a structured literature review. THE AMERICAN JOURNAL OF MANAGED CARE 2022; 28:e69-e77. [PMID: 35139299 PMCID: PMC9623575 DOI: 10.37765/ajmc.2022.88752] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
OBJECTIVES Empiric segmentation is a rapidly growing, learning health system approach that uses large health care system data sets to identify groups of high-risk patients who may benefit from similar interventions. We aimed to review studies that used data-driven approaches to segment high-risk patient populations and describe how their designs and findings can inform health care leaders who are interested in applying similar techniques to their patient populations. STUDY DESIGN Structured literature review. METHODS We searched for original research articles published since 2000 that identified high-risk adult patient populations and applied data-driven analyses to segment the population. Two reviewers independently extracted study population source and criteria for high-risk designation, segmentation method, data types included, model selection criteria, and model results from the identified studies. RESULTS Our search identified 224 articles, 12 of which met criteria for full review. Of these, 8 segmented high-risk patients and 4 segmented diagnoses without assigning patients to unique groups. Studies segmenting patients more often had clinically interpretable results. Common groups were defined by high prevalence of diabetes, cardiovascular disease, psychiatric conditions including substance use disorders, and neurologic disease (eg, stroke). Few studies incorporated patients' functional or social factors. Resulting patient and diagnosis clusters varied in ways closely linked to the model inputs, patient population inclusion criteria, and health care system context. CONCLUSIONS Empiric segmentation can yield clinically relevant groups of patients with complex medical needs. Segmentation results are context dependent, suggesting the need for careful design and interpretation of segmentation models to ensure that results can inform clinical care and program design in the target setting.
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Affiliation(s)
- Jonathan Arnold
- Division of General Internal Medicine, University of Pittsburgh, 200 Lothrop St, Pittsburgh, PA 15213.
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Siah KW, Wong CH, Gupta J, Lo AW. Multimorbidity and mortality: A data science perspective. JOURNAL OF MULTIMORBIDITY AND COMORBIDITY 2022; 12:26335565221105431. [PMID: 35668849 PMCID: PMC9163746 DOI: 10.1177/26335565221105431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 05/15/2022] [Indexed: 11/26/2022]
Abstract
Background With multimorbidity becoming the norm rather than the exception, the management of multiple chronic diseases is a major challenge facing healthcare systems worldwide. Methods Using a large, nationally representative database of electronic medical records from the United Kingdom spanning the years 2005–2016 and consisting over 4.5 million patients, we apply statistical methods and network analysis to identify comorbid pairs and triads of diseases and identify clusters of chronic conditions across different demographic groups. Unlike many previous studies, which generally adopt cross-sectional designs based on single snapshots of closed cohorts, we adopt a longitudinal approach to examine temporal changes in the patterns of multimorbidity. In addition, we perform survival analysis to examine the impact of multimorbidity on mortality. Results The proportion of the population with multimorbidity has increased by approximately 2.5 percentage points over the last decade, with more than 17% having at least two chronic morbidities. We find that the prevalence and the severity of multimorbidity, as quantified by the number of co-occurring chronic conditions, increase progressively with age. Stratifying by socioeconomic status, we find that people living in more deprived areas are more likely to be multimorbid compared to those living in more affluent areas at all ages. The same trend holds consistently for all years in our data. In general, hypertension, diabetes, and respiratory-related diseases demonstrate high in-degree centrality and eigencentrality, while cardiac disorders show high out-degree centrality. Conclusions We use data-driven methods to characterize multimorbidity patterns in different demographic groups and their evolution over the past decade. In addition to a number of strongly associated comorbid pairs (e.g., cardiac-vascular and cardiac-metabolic disorders), we identify three principal clusters: a respiratory cluster, a cardiovascular cluster, and a mixed cardiovascular-renal-metabolic cluster. These are supported by established pathophysiological mechanisms and shared risk factors, and largely confirm and expand on the results of existing studies in the medical literature. Our findings contribute to a more quantitative understanding of the epidemiology of multimorbidity, an important pre-requisite for developing more effective medical care and policy for multimorbid patients.
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Affiliation(s)
- Kien Wei Siah
- Laboratory for Financial Engineering, Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Chi Heem Wong
- Laboratory for Financial Engineering, Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Digital Catalyst, Swiss Re, Cambridge, MA, USA
| | - Jerry Gupta
- Digital Catalyst, Swiss Re, Cambridge, MA, USA
| | - Andrew W Lo
- Laboratory for Financial Engineering, Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Sante Fe Institute, Santa Fe, NM, USA
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12
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Chen JJ, Liu LF, Lin CI, Lin HC. Multidimensional Determinants of Well-Being Among Community-Dwelling Older Adults During the Early Stage of the COVID-19 Pandemic in Taiwan. Gerontol Geriatr Med 2022; 8:23337214221111227. [PMID: 35898611 PMCID: PMC9309775 DOI: 10.1177/23337214221111227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 05/23/2022] [Accepted: 06/16/2022] [Indexed: 11/16/2022] Open
Abstract
Objectives: Due to the insufficient and inadequate policies on the
psychological well-being of the aged population, we aimed to examine the
multidimensional determinants of well-being during the early stage of the
COVID-19 pandemic. Method: Data were collected from face-to-face
interviews with1,232 participants aged 50 and older living in Southern Taiwan.
We used multivariate logistic regression to examine the associations between
demographics, the physical health, mental health, social ties domains, and
well-being. Results: We found that (i) in physical health, no
dental problems and exercise were related to better well-being; (ii) in mental
health, stress and depression decreased well-being, but laughing every day, and
a positive attitude toward aging had adverse effects; and (iii) in social ties,
subjective social status, family support, and place attachment to the community
were positively associated with well-being. Discussion: Our
findings highlight the multidimensional needs at the individual and community
levels for the Chinese population.
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13
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Hernandez-Garcia E, Chrysikou E, Kalea AZ. The Interplay between Housing Environmental Attributes and Design Exposures and Psychoneuroimmunology Profile-An Exploratory Review and Analysis Paper in the Cancer Survivors' Mental Health Morbidity Context. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:10891. [PMID: 34682637 PMCID: PMC8536084 DOI: 10.3390/ijerph182010891] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 10/08/2021] [Accepted: 10/14/2021] [Indexed: 12/11/2022]
Abstract
Adult cancer survivors have an increased prevalence of mental health comorbidities and other adverse late-effects interdependent with mental illness outcomes compared with the general population. Coronavirus Disease 2019 (COVID-19) heralds an era of renewed call for actions to identify sustainable modalities to facilitate the constructs of cancer survivorship care and health care delivery through physiological supportive domestic spaces. Building on the concept of therapeutic architecture, psychoneuroimmunology (PNI) indicators-with the central role in low-grade systemic inflammation-are associated with major psychiatric disorders and late effects of post-cancer treatment. Immune disturbances might mediate the effects of environmental determinants on behaviour and mental disorders. Whilst attention is paid to the non-objective measurements for examining the home environmental domains and mental health outcomes, little is gathered about the multidimensional effects on physiological responses. This exploratory review presents a first analysis of how addressing the PNI outcomes serves as a catalyst for therapeutic housing research. We argue the crucial component of housing in supporting the sustainable primary care and public health-based cancer survivorship care model, particularly in the psychopathology context. Ultimately, we illustrate a series of interventions aiming at how housing environmental attributes can trigger PNI profile changes and discuss the potential implications in the non-pharmacological treatment of cancer survivors and patients with mental morbidities.
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Affiliation(s)
- Eva Hernandez-Garcia
- The Bartlett Real Estate Institute, The Bartlett School of Sustainable Construction, University College London, London WC1E 6BT, UK;
| | - Evangelia Chrysikou
- The Bartlett Real Estate Institute, The Bartlett School of Sustainable Construction, University College London, London WC1E 6BT, UK;
- Clinic of Social and Family Medicine, Department of Social Medicine, University of Crete, 700 13 Heraklion, Greece
| | - Anastasia Z. Kalea
- Division of Medicine, University College London, London WC1E 6JF, UK;
- Institute of Cardiovascular Science, University College London, London WC1E 6HX, UK
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14
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Nicolet A, Assouline D, Le Pogam MA, Perraudin C, Bagnoud C, Wagner J, Marti J, Peytremann-Bridevaux I. Exploring patient multimorbidity and complexity using health insurance claims data: a cluster analysis approach (Preprint). JMIR Med Inform 2021; 10:e34274. [PMID: 35377334 PMCID: PMC9016510 DOI: 10.2196/34274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 02/04/2022] [Accepted: 02/06/2022] [Indexed: 11/23/2022] Open
Abstract
Background Although the trend of progressing morbidity is widely recognized, there are numerous challenges when studying multimorbidity and patient complexity. For multimorbid or complex patients, prone to fragmented care and high health care use, novel estimation approaches need to be developed. Objective This study aims to investigate the patient multimorbidity and complexity of Swiss residents aged ≥50 years using clustering methodology in claims data. Methods We adopted a clustering methodology based on random forests and used 34 pharmacy-based cost groups as the only input feature for the procedure. To detect clusters, we applied hierarchical density-based spatial clustering of applications with noise. The reasonable hyperparameters were chosen based on various metrics embedded in the algorithms (out-of-bag misclassification error, normalized stress, and cluster persistence) and the clinical relevance of the obtained clusters. Results Based on cluster analysis output for 18,732 individuals, we identified an outlier group and 7 clusters: individuals without diseases, patients with only hypertension-related diseases, patients with only mental diseases, complex high-cost high-need patients, slightly complex patients with inexpensive low-severity pharmacy-based cost groups, patients with 1 costly disease, and older high-risk patients. Conclusions Our study demonstrated that cluster analysis based on pharmacy-based cost group information from claims-based data is feasible and highlights clinically relevant clusters. Such an approach allows expanding the understanding of multimorbidity beyond simple disease counts and can identify the population profiles with increased health care use and costs. This study may foster the development of integrated and coordinated care, which is high on the agenda in policy making, care planning, and delivery.
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Affiliation(s)
- Anna Nicolet
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Dan Assouline
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Marie-Annick Le Pogam
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Clémence Perraudin
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | | | - Joël Wagner
- Department of Actuarial Science, Faculty of Business and Economics, and Swiss Finance Institute, University of Lausanne, Lausanne, Switzerland
| | - Joachim Marti
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
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15
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Tönnies J, Oeljeklaus L, Wensing M, Hartmann M, Friederich HC, Haun MW. Health policy experts' perspectives on implementing mental health specialist video consultations in routine primary care - a qualitative interview study. BMC Health Serv Res 2021; 21:713. [PMID: 34284786 PMCID: PMC8293503 DOI: 10.1186/s12913-021-06676-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Accepted: 06/22/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Many patients with mental disorders are treated by their general practitioner (GP). Innovative technology-based integrated care models (e.g., mental health specialist video consultations) have been proposed to facilitate access to specialist services in primary care settings. While perspectives of patients and providers have been examined, there is little insight into the perspectives of health policy experts on such models. The purpose of this study was to examine the perspectives of health policy experts on (1) current challenges for continuity of care, (2) anticipated benefits and barriers for implementation of mental health specialist video consultations along with (3) practical and regulative preconditions for sustained implementation in primary care. METHODS In a cross-sectional qualitative study, we conducted 15 semi-structured interviews with health policy experts representing various stakeholders in the German health care system: health insurances, governmental bodies, clinicians' professional associations, and patient representatives. Following a critical realism approach, we applied a qualitative inductive content analysis to derive key themes from the material. RESULTS Health policy experts saw long waiting times for patients and a lack of collaboration between in- and outpatient mental health services as well as mental health specialists and GPs as main barriers for current continuity of care. Health policy experts also felt that video consultations bear great potential to foster coordinated care between GPs and specialists and ensure timely referral for severely burdened patients. Increased workload for the general practice staff to facilitate video consultations and difficulties in establishing reliable therapeutic alliances between patients and specialists via remote treatment were considered as major barriers. Health policy experts varied significantly in their level of knowledge concerning legal frameworks and regulations pertaining to video consultations. However, the implementation of appropriate reimbursement schemes and sufficient data protection were regarded as the major regulative challenges. CONCLUSIONS Health policy experts mostly consider mental health specialist video consultations as a promising way to overcome current challenges for the management of patients with mental disorders at the interface between primary and specialist care. To ensure sustained implementation, a multi-stakeholder approach accounting for the perspective of health policy experts, patients, and providers should be followed. TRIAL REGISTRATION German Clinical Trials Register DRKS00012487.
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Affiliation(s)
- Justus Tönnies
- Department of General Internal Medicine and Psychosomatics, Heidelberg University, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Lydia Oeljeklaus
- Department of General Internal Medicine and Psychosomatics, Heidelberg University, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Michel Wensing
- Department of General Practice and Health Services Research, Heidelberg University, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Mechthild Hartmann
- Department of General Internal Medicine and Psychosomatics, Heidelberg University, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Hans-Christoph Friederich
- Department of General Internal Medicine and Psychosomatics, Heidelberg University, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany
| | - Markus W Haun
- Department of General Internal Medicine and Psychosomatics, Heidelberg University, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany.
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16
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AKTURAN S, KARAHAN Ö, AKMAN M. The prevalence of multimorbidity among adults aged 40 years and above in primary care setting: a cross-sectional study. KONURALP TIP DERGISI 2021. [DOI: 10.18521/ktd.831767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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17
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Wu F, Sheng Y. Social isolation and health-promoting behaviors among older adults living with different health statuses: A cross-sectional study. Int J Nurs Sci 2021; 8:304-309. [PMID: 34307779 PMCID: PMC8283714 DOI: 10.1016/j.ijnss.2021.05.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 04/26/2021] [Accepted: 05/24/2021] [Indexed: 11/30/2022] Open
Abstract
Objectives To describe the characteristics and relationships of social isolation and health promoting behaviors of Chinese older adults with different health statuses. Methods Totally 485 older adults were recruited. They were divided into three groups based on their health status: healthy group (n = 72), group with one disease (n = 183) and group with multimorbidity (n = 230). Lubben Social Network Scale-6 and Health-Promoting Lifestyle Profile II were used to measure their social isolation and health-promoting behaviors, respectively. Results Among the aged with one disease or multimorbidity, 30.6% (56/183) and 31.7% (73/230) were socially isolated, respectively, based on the score of the Lubben Social Network Scale-6. The three groups differed significantly in health-promoting behaviors and scores on several subscales. The group with multimorbidity exhibited more social isolation and fewer health-promoting behaviors than other groups. Social isolation was among the factors adversely affecting health-promoting behaviors in older adults. Conclusions Health care providers should help older adults with multimorbidity preserve the remaining abilities to improve health-promoting behaviors. Meanwhile, it is important to support healthy older adults to increase self-responsibility to achieve healthy aging.
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Affiliation(s)
- Fan Wu
- College of Medicine and Health Science, Wuhan Polytechnic University, Hubei, China
| | - Yu Sheng
- School of Nursing, Peking Union Medical College, Beijing, China
- Corresponding author.
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18
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Kone AP, Mondor L, Maxwell C, Kabir US, Rosella LC, Wodchis WP. Rising burden of multimorbidity and related socio-demographic factors: a repeated cross-sectional study of Ontarians. Canadian Journal of Public Health 2021; 112:737-747. [PMID: 33847995 PMCID: PMC8043089 DOI: 10.17269/s41997-021-00474-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Accepted: 01/06/2021] [Indexed: 12/19/2022]
Abstract
OBJECTIVE This study aimed to provide population-level data regarding trends in multimorbidity over 13 years. METHODS We linked provincial health administrative data in Ontario, Canada, to create 3 cross-sectional panels of residents of any age in 2003, 2009, and 2016 to describe: (i) 13-year trends in multimorbidity prevalence and constellations among residents and across age, sex, and income; and (ii) chronic condition clusters. Multimorbidity was defined as having at least any 2 of 18 selected conditions, and further grouped into levels of 2, 3, 4, or 5 or more conditions. Age-sex standardized multimorbidity prevalence was estimated using the 2009 population as the standard. Clustering was defined using the observed combinations of conditions within levels of multimorbidity. RESULTS Standardized prevalence of multimorbidity increased over time (26.5%, 28.8%, and 30.0% across sequential panels), across sex, age, and area-based income. Females, older adults and those living in lower income areas exhibited higher rates in all years. However, multimorbidity increased relatively more among males, younger adults, and those with 4 or 5 or more conditions. We observed numerous and increasing diversity in disease clusters, namely at higher levels of multimorbidity. CONCLUSION Our study provides relevant and needed population-based information on the growing burden of multimorbidity, and related socio-demographic risk factors. Multimorbidity is markedly increasing among younger age cohorts. Also, there is an increasing complexity and lack of common clustering patterns at higher multimorbidity levels.
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Affiliation(s)
- Anna Pefoyo Kone
- Department of Health Sciences, Lakehead University, Thunder Bay, ON, Canada. .,Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada. .,Health System Performance Network (HSPN), Toronto, ON, Canada.
| | - Luke Mondor
- Health System Performance Network (HSPN), Toronto, ON, Canada.,ICES, Toronto, ON, Canada
| | - Colleen Maxwell
- Health System Performance Network (HSPN), Toronto, ON, Canada.,ICES, Toronto, ON, Canada.,School of Pharmacy, University of Waterloo, Waterloo, ON, Canada.,School of Public Health & Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Umme Saika Kabir
- Department of Health Sciences, Lakehead University, Thunder Bay, ON, Canada
| | - Laura C Rosella
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,Health System Performance Network (HSPN), Toronto, ON, Canada.,ICES, Toronto, ON, Canada.,Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada
| | - Walter P Wodchis
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,Health System Performance Network (HSPN), Toronto, ON, Canada.,ICES, Toronto, ON, Canada.,Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada
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19
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Lazar Neto F, Mendes TB, Matos PMPG, de Oliveira JC, Favarato MHS, Lin CA, Martins MA. External validity of type 2 diabetes clinical trials on cardiovascular outcomes for a multimorbid population. Diabetes Obes Metab 2021; 23:971-979. [PMID: 33336870 DOI: 10.1111/dom.14303] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 11/27/2020] [Accepted: 12/13/2020] [Indexed: 01/14/2023]
Abstract
AIM To investigate the external validity of recent antihyperglycaemic trials evaluating cardiovascular outcomes in a multimorbid population. MATERIALS AND METHODS Selection criteria of 15 randomized controlled trials from the 2020 American Diabetes Association Standard of Care statement were applied in a stepwise manner to tertiary care patients with type 2 diabetes. Primary outcomes were the number of patients eligible per individual trial and for the aggregate of trials. Secondary outcomes included patient predictors of trial eligibility. RESULTS Of 1059 patients, the mean (SD) age was 66 (10.74) years, the median (IQR) Charlson index was 2 (2, 3) and 458 (43%) had documented cardiovascular disease. The median (IQR) number of patients included in individual trials was 263 (174.25-308.75) and 795 (75.1%) of them were eligible for at least one trial. Among those 264 ineligible, 127 (48.1%) had an HbA1c level of 7% or less and no cardiovascular disease; 53.5% and 34.4% of the patients were eligible for two and three different classes of drugs, respectively. The strongest predictor of trial eligibility was cardiovascular disease (risk ratio 2.17, 95% CI 2.01-2.35). CONCLUSIONS A considerable proportion of multimorbid patients would be eligible for recent antihyperglycaemic trials. This positive finding can be attributed to development guidance in diabetes trials and the different approach we took, in which we evaluated inclusion by trials as an aggregate.
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Affiliation(s)
- Felippe Lazar Neto
- Department of Internal Medicin, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | - Thiago Bosco Mendes
- Department of Internal Medicine, Faculdade de Medicina da Universidade Estadual de São Paulo (UNESP), São Paulo, Brazil
| | | | - Julio César de Oliveira
- Department of Internal Medicin, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | | | - Chin An Lin
- Department of Internal Medicin, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | - Milton Arruda Martins
- Department of Internal Medicin, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
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20
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Majnarić LT, Babič F, O’Sullivan S, Holzinger A. AI and Big Data in Healthcare: Towards a More Comprehensive Research Framework for Multimorbidity. J Clin Med 2021; 10:jcm10040766. [PMID: 33672914 PMCID: PMC7918668 DOI: 10.3390/jcm10040766] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 02/02/2021] [Accepted: 02/11/2021] [Indexed: 12/11/2022] Open
Abstract
Multimorbidity refers to the coexistence of two or more chronic diseases in one person. Therefore, patients with multimorbidity have multiple and special care needs. However, in practice it is difficult to meet these needs because the organizational processes of current healthcare systems tend to be tailored to a single disease. To improve clinical decision making and patient care in multimorbidity, a radical change in the problem-solving approach to medical research and treatment is needed. In addition to the traditional reductionist approach, we propose interactive research supported by artificial intelligence (AI) and advanced big data analytics. Such research approach, when applied to data routinely collected in healthcare settings, provides an integrated platform for research tasks related to multimorbidity. This may include, for example, prediction, correlation, and classification problems based on multiple interaction factors. However, to realize the idea of this paradigm shift in multimorbidity research, the optimization, standardization, and most importantly, the integration of electronic health data into a common national and international research infrastructure is needed. Ultimately, there is a need for the integration and implementation of efficient AI approaches, particularly deep learning, into clinical routine directly within the workflows of the medical professionals.
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Affiliation(s)
- Ljiljana Trtica Majnarić
- Department of Internal Medicine, Family Medicine and the History of Medicine, Faculty of Medicine, University Josip Juraj Strossmayer, 31000 Osijek, Croatia;
- Department of Public Health, Faculty of Dental Medicine, University Josip Juraj Strossmayer, 31000 Osijek, Croatia
| | - František Babič
- Department of Cybernetics and Artificial Intelligence, Faculty of Electrical Engineering and Informatics, Technical University of Košice, 066 01 Košice, Slovakia
- Correspondence: ; Tel.: +421-55-602-4220
| | - Shane O’Sullivan
- Department of Pathology, Faculdade de Medicina, Universidade de São Paulo, 05508-220 São Paulo, Brazil;
| | - Andreas Holzinger
- Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, 8036 Graz, Austria;
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21
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Moodie L, Ilie G, Rutledge R, Andreou P, Kirkland S. Assessment of Current Mental Health Status in a Population-Based Sample of Canadian Men With and Without a History of Prostate Cancer Diagnosis: An Analysis of the Canadian Longitudinal Study on Aging (CLSA). Front Psychiatry 2020; 11:586260. [PMID: 33391051 PMCID: PMC7772192 DOI: 10.3389/fpsyt.2020.586260] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 11/10/2020] [Indexed: 01/07/2023] Open
Abstract
Background: Small-scale studies indicate an increase in mental health disorders among prostate cancer survivors compared to the general population, but large population-based data assessing this relationship are scarce. The present study examined the prevalence of lifetime history of prostate cancer in a cross-sectional sample of Canadian men and assessed the contribution of lifetime history of a prostate cancer diagnosis, multimorbidity, and current alcohol and smoking status to the association with current mental health outcomes in this population. Methods: The analytical sample included 25,183 men (aged 45 to 85 years old), who completed a survey as part of the Canadian Longitudinal Study on Aging (CLSA). The Center for Epidemiological Studies Depression Scale (CES-D10), Kessler's Psychological Distress Scale (K10), and self-reported mental health were mental health outcomes. Multiple logistic regression analyses, and controlling for the complexity of the design and covariates, evaluated the association between prostate cancer survivorship, multimorbidity, alcohol and smoking status, and current mental health outcomes. Results: The prevalence of lifetime history of prostate cancer diagnosis in this population-based sample of men was 4% (95% CI: 3.7, 4.4). Our results indicate statistically significantly higher odds of current psychological distress (aOR = 1.52, 95% CI: 1.09, 2.11) and screening positive for depression (aOR = 1.24; 95% CI: 1.02, 1.51) among survivors of prostate cancer, compared to men without a history of prostate cancer diagnosis in demographics controlled analyses. After addition of multimorbidity and substance use, the odds of screening positive for depression among survivors of prostate cancer are 1.32 (95% CI: 1.06, 1.64) higher compared to men who never had a history of prostate cancer diagnosis. Interpretation: Patient education and empowerment programs aimed at addressing concerns during the diagnosis and treatment and enhancing survivorship care plans by adding routine screening for mental distress to help survivors overcome poor mental health during the cancer survivorship journey, are warranted.
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Affiliation(s)
- Louise Moodie
- Department of Community Health and Epidemiology, Dalhousie University, Halifax Regional Municipality, NS, Canada
| | - Gabriela Ilie
- Department of Community Health and Epidemiology, Dalhousie University, Halifax Regional Municipality, NS, Canada
- Department of Urology, Dalhousie University, Halifax Regional Municipality, NS, Canada
- Department of Radiation Oncology, Dalhousie University, Halifax Regional Municipality, NS, Canada
- Department of Psychology and Neuroscience, Dalhousie University, Halifax Regional Municipality, NS, Canada
| | - Robert Rutledge
- Department of Radiation Oncology, Dalhousie University, Halifax Regional Municipality, NS, Canada
| | - Pantelis Andreou
- Department of Community Health and Epidemiology, Dalhousie University, Halifax Regional Municipality, NS, Canada
| | - Susan Kirkland
- Department of Community Health and Epidemiology, Dalhousie University, Halifax Regional Municipality, NS, Canada
- Geriatric Medicine, Department of Medicine, Dalhousie University, Halifax Regional Municipality, NS, Canada
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22
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Kshatri JS, Palo SK, Bhoi T, Barik SR, Pati S. Prevalence and Patterns of Multimorbidity Among Rural Elderly: Findings of the AHSETS Study. Front Public Health 2020; 8:582663. [PMID: 33251177 PMCID: PMC7676903 DOI: 10.3389/fpubh.2020.582663] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 09/30/2020] [Indexed: 11/13/2022] Open
Abstract
Introduction: In India, the proportion of older population is projected to increase from 8% in 2015 to 19% in 2050 and a third of the country's population will be older adults by end of the century. Multimorbidity is common among the elderly and the prevalence increases with age. Chronic conditions are most often present as clusters and it's critical to explore the prevalent pattern of clustering for better public health strategies. Method: A cross-sectional study was conducted among 725 rural older adults (>60 years) in Tigiria block of Odisha, India. Multimorbidity status was assessed using the prior validated MAQ-PC tool. Survey was conducted using android tablets installed with open data kit software. While Euclidean distances using K-means clustering algorithm were used to estimate the similarity or dissimilarity of observations. The optimum numbers of clusters were determined using silhouette method. Data were analyzed using multiple open source packages of R statistical programming software ver-3.6.3. Result: The overall prevalence of multimorbidity was 48.8% of which dyads (25%) were the most common form, followed by triads (15.2%). The prevalence of multimorbidity was higher in females (50.4%) than males (47.4%). The optimal number of clusters was found to be 3. While arthritis alone was a separate cluster, hypertension and acid peptic disease were in another cluster and all the rest conditions were included in the third cluster. Conclusion: The cluster analysis to measure of proximity suggested arthritis, hypertension, and acid peptic disease are the diseases that occur mostly in isolation with the other chronic conditions in the rural elderly.
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Affiliation(s)
- Jaya Singh Kshatri
- Indian Council of Medical Research-Regional Medical Research Centre, Bhubaneswar, India
| | - Subrata Kumar Palo
- Indian Council of Medical Research-Regional Medical Research Centre, Bhubaneswar, India
| | - Trilochan Bhoi
- Indian Council of Medical Research-Regional Medical Research Centre, Bhubaneswar, India
| | - Shakti Ranjan Barik
- Indian Council of Medical Research-Regional Medical Research Centre, Bhubaneswar, India
| | - Sanghamitra Pati
- Indian Council of Medical Research-Regional Medical Research Centre, Bhubaneswar, India
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Kyprianidou M, Panagiotakos D, Faka A, Kambanaros M, Makris KC, Christophi CA. Prevalence of multimorbidity in the Cypriot population; A cross-sectional study (2018-2019). PLoS One 2020; 15:e0239835. [PMID: 33104700 PMCID: PMC7588119 DOI: 10.1371/journal.pone.0239835] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 09/14/2020] [Indexed: 11/20/2022] Open
Abstract
Background Multimorbidity is defined as the co-existence of two or more chronic conditions. As life expectancy is increasing so does the prevalence of multimorbidity. Our aim was to estimate the prevalence of multimorbidity in Cyprus and identify the most prevalent diseases. Methods A representative sample of n = 1140 individuals over 18 years old was surveyed during 2018–2019. Demographic characteristics as well as the presence of chronic conditions, including mental disorders, were collected through a standardized questionnaire. Diseases were classified according to the International Classification of Diseases, 10th Revision (ICD-10). Results The age and gender standardized prevalence of multimorbidity was 28.6%. Multimorbidity was associated with age (p<0.001), with the highest rate observed among people aged 65+ years old (68.9%). Multimorbidity was higher in women than men (28.2% vs. 22.5%, p < .001) but similar in urban and rural regions (26.4% vs. 23.8%, p = 0.395). The most prevalent chronic diseases among people with multimorbidity were hyperlipidemia (44.7%), followed by hypertension (37.5%), gastric reflux (23.9%), and thyroid diseases (22.2%), while the most common combinations of diseases were in the circulatory and endocrine systems. The profile of the multimorbid individual indicated this to be a person at an older age with a higher BMI, a current smoker with a higher salary. Conclusions More than one quarter of the general population of Cyprus has multimorbidity, and this rate is almost 70% among the elderly. Multimorbidity is relatively common even in younger ages too. This underlines the need for prevention strategies and health awareness programs for the entire population.
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Affiliation(s)
- Maria Kyprianidou
- Cyprus International Institute for Environmental and Public Health, Cyprus University of Technology, Limassol, Cyprus
- * E-mail:
| | - Demosthenes Panagiotakos
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, Athens, Greece
| | - Antigoni Faka
- Department of Geography, School of Environment, Geography and Applied Economics, Harokopio University, Athens, Greece
| | - Maria Kambanaros
- Department of Rehabilitation Sciences, Cyprus University of Technology, Limassol, Cyprus
| | - Konstantinos C. Makris
- Cyprus International Institute for Environmental and Public Health, Cyprus University of Technology, Limassol, Cyprus
| | - Costas A. Christophi
- Cyprus International Institute for Environmental and Public Health, Cyprus University of Technology, Limassol, Cyprus
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Patterns of patients with multiple chronic conditions in primary care: A cross-sectional study. PLoS One 2020; 15:e0238353. [PMID: 32866964 PMCID: PMC7458690 DOI: 10.1371/journal.pone.0238353] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Accepted: 07/31/2020] [Indexed: 12/21/2022] Open
Abstract
Objective Our aim was to identify the patterns of multimorbidity among a group of patients who visited primary care in Singapore. Methods A cross-sectional study of electronic medical records was conducted on 437,849 individuals aged 0–99 years who visited National Healthcare Group Polyclinics from 1 Jul 2015 to 30 Jun 2016 for the management of chronic conditions. Patients’ health conditions were coded with the 10th revision of the International Statistical Classification of Diseases and Related Health Problems (ICD-10), and patient records were extracted for analysis. Patients’ diagnosis codes were grouped by exploratory factor analysis (EFA), and patterns of multimorbidity were then identified by latent class analysis (LCA). Results EFA identified 19 groups of chronic conditions. Patients with at least three chronic conditions were further separated into eight classes based on demographics and probabilities of various diagnoses. We found that older patients had higher probabilities of comorbid hypertension, kidney disease and ischaemic heart disease (IHD), while younger patients had a higher probability of comorbid obesity. Female patients had higher probabilities of comorbid arthritis and anaemia, while male patients had higher probabilities of comorbid kidney diseases and IHD. Indian patients presented with a higher probability of comorbid diabetes than Chinese and Malay patients. Conclusions This study demonstrated that patients with multimorbidity in primary care could be classified into eight patterns. This knowledge could be useful for more precise management of these patients in the multiethnic Asian population of Singapore. Programmes for early intervention for at-risk groups can be developed based on the findings.
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Messi M, Mueller Y, Haller DM, Zeller A, Neuner-Jehle S, Streit S, Burnand B, Herzig L. A cross-sectional study of Swiss ambulatory care services use by multimorbid patients in primary care in the light of the Andersen model. BMC FAMILY PRACTICE 2020; 21:150. [PMID: 32718315 PMCID: PMC7385958 DOI: 10.1186/s12875-020-01221-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/30/2019] [Accepted: 07/14/2020] [Indexed: 11/10/2022]
Abstract
BACKGROUND Multimorbidity is frequently encountered in primary care and is associated with increasing use of healthcare services. The Andersen Behavioral Model of Health Services Use is a multilevel framework classifying societal, contextual, and individual characteristics about the use of healthcare services into three categories: 1. predisposing factors, 2. enabling factors, and 3. need factors. The present study aimed to explore multimorbid patients' use of ambulatory healthcare in terms of homecare and other allied health services, visits to GPs, and number of specialists involved. A secondary aim was to apply Andersen's model to explore factors associated with this use. METHOD In a cross-sectional study, 100 Swiss GPs enrolled up to 10 multimorbid patients each. After descriptive analyses, we tested the associations of each determinant and outcome variable of healthcare use, according to the Andersen model: predisposing factors (patient's demographics), enabling factors (health literacy (HLS-EU-Q6), deprivation (DipCare)), and need factors (patient's quality of life (EQ-5D-3L), treatment burden (TBQ), severity index (CIRS), number of chronic conditions, and of medications). Logistic regressions (dichotomous variables) and negative binomial regressions (count variables) were calculated to identify predictors of multimorbid patients' healthcare use. RESULTS Analyses included 843 multimorbid patients; mean age 73.0 (SD 12.0), 28-98 years old; 48.3% men; 15.1% (127/843) used homecare. Social deprivation (OR 0.75, 95%CI 0.62-0.89) and absence of an informal caregiver (OR 0.50, 95%CI 0.28-0.88) were related to less homecare services use. The use of other allied health services (34.9% (294/843)) was associated with experiencing pain (OR 2.49, 95%CI 1.59-3.90). The number of contacts with a GP (median 11 (IQR 7-16)) was, among other factors, related to the absence of an informal caregiver (IRR 0.90, 95%CI 0.83-0.98). The number of specialists involved (mean 1.9 (SD 1.4)) was linked to the treatment burden (IRR 1.06, 95%CI 1.02-1.10). CONCLUSION Multimorbid patients in primary care reported high use of ambulatory healthcare services variably associated with the Andersen model's factors: healthcare use was associated with objective medical needs but also with contextual or individual predisposing or enabling factors. These findings emphasize the importance of adapting care coordination to individual patient profiles.
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Affiliation(s)
- Mia Messi
- Department of Family Medicine, Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Yolanda Mueller
- Department of Family Medicine, Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Dagmar M Haller
- Primary Care Unit, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Andreas Zeller
- Center for Primary Health Care, University of Basel, Basel, Switzerland
| | | | - Sven Streit
- Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland
| | - Bernard Burnand
- Department of Family Medicine, Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Lilli Herzig
- Department of Family Medicine, Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland.
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Zhu Y, Edwards D, Mant J, Payne RA, Kiddle S. Characteristics, service use and mortality of clusters of multimorbid patients in England: a population-based study. BMC Med 2020; 18:78. [PMID: 32272927 PMCID: PMC7147068 DOI: 10.1186/s12916-020-01543-8] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Accepted: 02/26/2020] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Multimorbidity is associated with mortality and service use, with specific types of multimorbidity having differential effects. Additionally, multimorbidity is often negatively associated with participation in research cohorts. Therefore, we set out to identify clusters of multimorbidity patients and how they are differentially associated with mortality and service use across age groups in a population-representative sample. METHODS Linked primary and secondary care electronic health records contributed by 382 general practices in England to the Clinical Practice Research Datalink (CPRD) were used. The study included a representative set of multimorbid adults (18 years old or more, N = 113,211) with two or more long-term conditions (a total of 38 conditions were included). A random set of 80% of the multimorbid patients (N = 90,571) were stratified by age groups and clustered using latent class analysis. Consistency between obtained multimorbidity phenotypes, classification quality and associations with demographic characteristics and primary outcomes (GP consultations, hospitalisations, regular medications and mortality) was validated in the remaining 20% of multimorbid patients (N = 22,640). RESULTS We identified 20 patient clusters across four age strata. The clusters with the highest mortality comprised psychoactive substance and alcohol misuse (aged 18-64); coronary heart disease, depression and pain (aged 65-84); and coronary heart disease, heart failure and atrial fibrillation (aged 85+). The clusters with the highest service use coincided with those with the highest mortality for people aged over 65. For people aged 18-64, the cluster with the highest service use comprised depression, anxiety and pain. The majority of 85+-year-old multimorbid patients belonged to the cluster with the lowest service use and mortality for that age range. Pain featured in 13 clusters. CONCLUSIONS This work has highlighted patterns of multimorbidity that have implications for health services. These include the importance of psychoactive substance and alcohol misuse in people under the age of 65, of co-morbid depression and coronary heart disease in people aged 65-84 and of cardiovascular disease in people aged 85+.
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Affiliation(s)
- Yajing Zhu
- MRC Biostatistics Unit, University of Cambridge, Cambridge, CB2 0SR, UK.
| | - Duncan Edwards
- Department of Public Health and Primary Care, Strangeways Research Laboratory, University of Cambridge, Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Jonathan Mant
- Department of Public Health and Primary Care, Strangeways Research Laboratory, University of Cambridge, Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Rupert A Payne
- Centre for Academic Primary Care, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS8 2PS, UK
| | - Steven Kiddle
- MRC Biostatistics Unit, University of Cambridge, Cambridge, CB2 0SR, UK
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Madlock-Brown C, Reynolds RB. Identifying obesity-related multimorbidity combinations in the United States. Clin Obes 2019; 9:e12336. [PMID: 31418172 DOI: 10.1111/cob.12336] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 06/17/2019] [Accepted: 07/16/2019] [Indexed: 02/04/2023]
Abstract
Interest in understanding the effects of multimorbidity on outcomes has increased in recent years. This paper presents the most common obesity-related groupings of multimorbidity in the United States. Using Cerner HealthFacts data, we applied the frequent pattern growth algorithm to identify prevalent multimorbidity groupings of 3 or more diseases (one being obesity) by race using a dataset of 574 172 patients with obesity from all over the United States. We set the minimum prevalence to 10% and identified groupings of ICD10-CM diagnoses that occur in our dataset at or above the minimum prevalence level. We provide binomial proportion confidence interval estimates to demonstrate the validity of the proportions. We performed g-test for independence to validate differences in prevalence by race. We found 18 multimorbidity combinations with prevalence higher than or equal to 10%. Our results indicate that there are multiple common multimorbidities groupings for patients with obesity. Each multimorbidity combination is composed of diseases from the following clinical categories: endocrine, nutritional and metabolic diseases; diseases of the circulatory system; diseases of the digestive system; diseases of the nervous system; and diseases of the musculoskeletal system and connective tissue. For each multimorbidity pattern, the prevalence was found to be significantly different by race according to the g-test with P-value < .001. Most frequent patterns include essential hypertension or disorder of lipid metabolism. This study identifies common groupings of multimorbidity. We believe our data can be useful for those developing integrated care plans, particularly for those serving diverse communities.
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Affiliation(s)
- Charisse Madlock-Brown
- Department of Health Informatics and Information Management, College of Health Professions, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Rebecca B Reynolds
- Department of Health Informatics and Information Management, College of Health Professions, University of Tennessee Health Science Center, Memphis, Tennessee
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Herzig L, Zeller A, Pasquier J, Streit S, Neuner-Jehle S, Excoffier S, Haller DM. Factors associated with patients' and GPs' assessment of the burden of treatment in multimorbid patients: a cross-sectional study in primary care. BMC FAMILY PRACTICE 2019; 20:88. [PMID: 31253097 PMCID: PMC6598361 DOI: 10.1186/s12875-019-0974-z] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Accepted: 06/05/2019] [Indexed: 11/11/2022]
Abstract
Background Multimorbid patients may experience a high burden of treatment. This has a negative impact on treatment adherence, health outcomes and health care costs. The objective of our study was to identify factors associated with the self-perceived burden of treatment of multimorbid patients in primary care and to compare them with factors associated with GPs assessment of this burden. Method A cross sectional study in general practices, 100 GPs in Switzerland and up to 10 multimorbid patients per GP. Patients reported their self-perceived burden of treatment using the Treatment Burden Questionnaire (TBQ, possible score 0–150), whereas GPs evaluated the burden of treatment on a Visual Analog Scale (VAS) from 1 to 9. The study explored medical, social and psychological factors associated with burden of treatment, such as number and type of chronic conditions and drugs, severity of chronic conditions (CIRS score), age, quality of life, deprivation, health literacy. Results The GPs included 888 multimorbid patients. The overall median TBQ was 20 and the median VAS was 4. Both patients’ and GPs’ assessment of the burden of treatment were inversely associated with patients’ age and quality of life. In addition, patients’ assessment of their burden of treatment was associated with a higher deprivation score and lower health literacy, and with having diabetes or atrial fibrillation, whereas GPs’ assessment of this burden was associated with the patient having a greater number of chronic conditions and drugs, and a higher CIRS score. Conclusion Both from patients’ and GPs’ perspectives TB appears to be higher in younger patients. Whereas for patients the burden of treatment is associated with socio-economic and psychological factors, GPs’ assessments of this burden are associated with medical factors. Including socio-economic and psychological factors on patients’ self-perception is likely to improve GPs’ assessments of their patients’ burden of treatment thus favoring patient-centered care. Electronic supplementary material The online version of this article (10.1186/s12875-019-0974-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Lilli Herzig
- Department of Family Medicine, General Medicine and Public Health Centre, University of Lausanne, Bugnon 44, 1011, Lausanne, Switzerland. .,, Croisettes 14, 1066, Epalinges, Switzerland.
| | - Andreas Zeller
- Centre for Primary Health Care, University of Basel, Basel, Switzerland
| | - Jérôme Pasquier
- Institute of Social and Preventive Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Sven Streit
- Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland
| | - Stefan Neuner-Jehle
- Institute of Primary Care, University and University Hospital of Zurich, Zurich, Switzerland
| | - Sophie Excoffier
- Primary Care Unit, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Dagmar M Haller
- Primary Care Unit, Faculty of Medicine, University of Geneva, Geneva, Switzerland
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Peters M, Potter CM, Kelly L, Fitzpatrick R. Self-efficacy and health-related quality of life: a cross-sectional study of primary care patients with multi-morbidity. Health Qual Life Outcomes 2019; 17:37. [PMID: 30764833 PMCID: PMC6376655 DOI: 10.1186/s12955-019-1103-3] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Accepted: 02/03/2019] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Multi-morbidity in chronic long-term conditions is a major concern for health services. Self-management in concert with clinical care forms part of the effective management of multi-morbidity. Self-efficacy is a mechanism through which self-management can be achieved. Quality of life is adversely impacted by multi-morbidity but could be improved by effective self-management. This study examines the relationship between self-efficacy and quality of life in primary care patients with multi-morbidity. METHODS A cross-sectional survey was conducted with primary care patients in England. Potential participants were mailed a questionnaire containing quality of life measures (the EQ-5D-5L and the Long-Term Conditions Questionnaire (LTCQ)), the Disease Burden Impact Scale (DBIS) and the Self-efficacy for Managing Chronic Disease Scale. Descriptive statistics, analysis of variance and linear regression analyses were conducted to examine the relationship between quality of life (dependent variable), self-efficacy, and demographic and disease-related variables. RESULTS The 848 participants living with multi-morbidity reported a mean of 6.46 (SD 3.49) chronic long-term conditions, with the mean number of physical conditions 5.99 (SD 3.34) and mental health conditions 0.47 (SD 0.66). The mean scores were 15.45 (SD 12.00) for disease burden, 0.69 (SD 0.28) for the EQ-5D-5L, 65.44 (SD 23.66) for the EQ-VAS, and 69.31 (SD 21.77) for the LTCQ. The mean self-efficacy score was 6.69 (SD 2.53). The regression models were all significant at p < 0.001 (adjusted R2 > 0.70). Significant factors in all models were self-efficacy, disease burden and being permanently sick or disabled. Other factors varied between models, with the most notable being the presence of a mental health condition in the LTCQ model. CONCLUSIONS Multi-morbid primary care patients with lower self-efficacy and higher disease burden have lower quality of life. Awareness of self-efficacy levels among patients with multi-morbidity may help health professionals identify patients who are in need of enhanced self-management support. Providing self-management support for chronic disease has been hailed as a hallmark of good care. Higher self-efficacy may lead to enhanced quality of life in multi-morbidity.
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Affiliation(s)
- Michele Peters
- Health Services Research Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Oxford, OX3 7LF UK
| | - Caroline M. Potter
- Health Services Research Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Oxford, OX3 7LF UK
| | - Laura Kelly
- Health Services Research Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Oxford, OX3 7LF UK
| | - Ray Fitzpatrick
- Health Services Research Unit, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Oxford, OX3 7LF UK
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Family practitioners' top medical priorities when managing patients with multimorbidity: a cross-sectional study. BJGP Open 2019; 3:bjgpopen18X101622. [PMID: 31049405 PMCID: PMC6480857 DOI: 10.3399/bjgpopen18x101622] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Accepted: 08/16/2018] [Indexed: 11/09/2022] Open
Abstract
Background Managing multiple chronic and acute conditions in patients with multimorbidity requires setting medical priorities. How family practitioners (FPs) rank medical priorities between highly, moderately, or rarely prevalent chronic conditions (CCs) has never been described. The authors hypothesised that there was no relationship between the prevalence of CCs and their medical priority ranking in individual patients with multimorbidity. Aim To describe FPs’ medical priority ranking of conditions relative to their prevalence in patients with multimorbidity. Design & setting This cross-sectional study of 100 FPs in Switzerland included patients with ≥3 CCs on a predefined list of 75 items from the International Classification of Primary Care 2 (ICPC-2); other conditions could be added. FPs ranked all conditions by their medical priority. Method Priority ranking and distribution were calculated for each condition separately and for the top three priorities together. Results The sample contained 888 patients aged 28–98 years (mean 73), of which 48.2% were male. Included patients had 3–19 conditions (median 7; interquantile range [IQR] 6–9). FPs used 74/75 CCs from the predefined list, of which 27 were highly prevalent (>5%). In total, 336 different conditions were recorded. Highly prevalent CCs were only the top medical priority in 66%, and the first three priorities in 33%, of cases. No correlation was found between prevalence and the ranking of medical priorities. Conclusion FPs faced a great diversity of different conditions in their patients with multimorbidity, with nearly every condition being found at nearly every rank of medical priority, depending on the patient. Medical priority ranking was independent of the prevalence of CCs.
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Abstract
BACKGROUND The presence of multimorbidity in the family practice setting is as evident as it is hard to measure. OBJECTIVE The objective of this study was to describe the differences in the prevalence of multimorbidity in a single primary care population, through the use of the only two available lists of chronic conditions based on the International Classification for Primary Care coding system. METHODS This is a cross-sectional, analytical study. Secondary analysis of existing chronic conditions data involved 1279 women and 714 men attending primary care centres in mainland Portugal. Multimorbidity was measured by the presence in each patient of both ≥2 and ≥3 chronic conditions, from both a list of 147 conditions and another list of 75 conditions. Logistic regression analyses were conducted to study the association of multimorbidity with sex, age, education and income by the type of list of chronic conditions. RESULTS Multimorbidity prevalence estimates are modified by (i) the number of chronic conditions included in the lists used and (ii) the number of conditions necessary to define the cut-off for multimorbidity. The use of different lists of conditions modifies not only the multimorbidity prevalence estimates but also the evaluation of the determinants of multimorbidity. CONCLUSIONS The use of different lists of chronic conditions produces different research results. Even the use of lists designed to be more general practice-oriented may underestimate the frequency of multimorbidity by limiting the number of conditions considered. Further research is still needed to grasp the full implications of using different lists of chronic conditions in multimorbidity research.
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Affiliation(s)
- Filipe Prazeres
- Faculdade de Ciências da Saúde, Universidade da Beira Interior, Covilhã, Portugal.,USF Beira Ria, Gafanha da Nazaré, Portugal
| | - Luiz Santiago
- Faculdade de Medicina da Universidade de Coimbra, Coimbra, Portugal
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Jackson Y, Paignon A, Wolff H, Delicado N. Health of undocumented migrants in primary care in Switzerland. PLoS One 2018; 13:e0201313. [PMID: 30052674 PMCID: PMC6063438 DOI: 10.1371/journal.pone.0201313] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2018] [Accepted: 07/12/2018] [Indexed: 12/15/2022] Open
Abstract
Background Undocumented migrants endure adverse living conditions while facing barriers to access healthcare. Evidence is lacking regarding their healthcare needs, notably in regards to chronic diseases. Our goal was to investigate health conditions in undocumented migrants attended in primary care setting. Methods This study was conducted at the primary care outpatient clinic, Geneva University Hospitals, Switzerland. We retrospectively recorded and coded all medical conditions of a random sample of 731 undocumented migrants using the International Classification of Primary Care, 2nd version (ICPC-2). We dichotomized conditions as chronic or non-chronic and considered multimorbidity in the presence of three or more chronic conditions. Results Participants originated from 72 countries and were mainly female (65.5%) with a mean age of 42.4 (standard deviation [SD]: 11.4) years. They presented a mean of 2.9 (SD: 2.1; range: 1–17) health conditions. In multivariable analysis, the number of conditions was associated with female gender (p = 0.011) and older age (p <0.001), but not with origin (p = 0.373). The body systems most frequently affected were endocrine, metabolic and nutritional (n = 386; 18.4%), musculoskeletal (n = 308, 14.7%) and digestive (n = 266, 12.8%). Hypertension (17.9%; 95% CI: 15.2%, 29.9%), obesity or overweight (16%; 95% CI: 13.4%, 18.9%) and gastric problems (14.1%; 95% CI: 11.6%, 16.8%) were most prevalent. Overall, 71.8% (95% CI: 68.5%, 75%) participants had at least one chronic condition while 20% (95% CI: 17.2%, 23.1%) had three or more. In multivariable analysis, age (p <0.001) was the only predictor of presenting at least one or three or more chronic conditions. Conclusions Undocumented migrants present multiple health problems in primary care settings and bear an important burden of chronic diseases. The extent of multimorbidity highlights the need to provide and facilitate the access to comprehensive and long-term primary healthcare services.
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Affiliation(s)
- Yves Jackson
- Division of Primary Care Medicine, Geneva University Hospitals, Geneva, Switzerland
- Global Health Institute, University of Geneva, Geneva, Switzerland
- * E-mail:
| | - Adeline Paignon
- HES-SO University of Applied Sciences and Arts Western Switzerland, School of Health Sciences, Geneva, Switzerland
| | - Hans Wolff
- Division of Prison Health, Geneva University Hospitals and Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Noelia Delicado
- HES-SO University of Applied Sciences and Arts Western Switzerland, School of Health Sciences, Geneva, Switzerland
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Déruaz-Luyet A, N'Goran AA, Pasquier J, Burnand B, Bodenmann P, Zechmann S, Neuner-Jehle S, Senn N, Widmer D, Streit S, Zeller A, Haller DM, Herzig L. Multimorbidity: can general practitioners identify the health conditions most important to their patients? Results from a national cross-sectional study in Switzerland. BMC FAMILY PRACTICE 2018; 19:66. [PMID: 29776442 PMCID: PMC5960174 DOI: 10.1186/s12875-018-0757-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Accepted: 05/01/2018] [Indexed: 11/22/2022]
Abstract
Background Faced with patients suffering from more than one chronic condition, or multimorbidity, general practitioners (GPs) must establish diagnostic and treatment priorities. Patients also set their own priorities to handle the everyday burdens associated with their multimorbidity and these may be different from the priorities established by their GP. A shared patient–GP agenda, driven by knowledge of each other’s priorities, would seem central to managing patients with multimorbidity. We evaluated GPs’ ability to identify the health condition most important to their patients. Methods Data on 888 patients were collected as part of a cross-sectional Swiss study on multimorbidity in family medicine. For the main analyses on patients-GP agreement, data from 572 of these patients could be included. GPs were asked to identify the two conditions which their patient considered most important, and we tested whether either of them agreed with the condition mentioned as most important by the patient. In the main analysis, we studied the agreement rate between GPs and patients by grouping items medically-related into 46 groups of conditions. Socio-demographic and clinical variables were fitted into univariate and multivariate models. Results In 54.9% of cases, GPs were able to identify the health condition most important to the patient. In the multivariate model, the only variable significantly associated with patient–GP agreement was the number of chronic conditions: the higher the number of conditions, the less likely the agreement. Conclusion GPs were able to correctly identify the health condition most important to their patients in half of the cases. It therefore seems important that GPs learn how to better adapt treatment targets and priorities by taking patients’ perspectives into account. Electronic supplementary material The online version of this article (10.1186/s12875-018-0757-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Anouk Déruaz-Luyet
- Institute of Family Medicine, University of Lausanne, 44 rue du Bugnon, 1011, Lausanne, Switzerland
| | - Alexandra A N'Goran
- Institute of Family Medicine, University of Lausanne, 44 rue du Bugnon, 1011, Lausanne, Switzerland
| | - Jérôme Pasquier
- Institute of Social and Preventive Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Bernard Burnand
- Institute of Social and Preventive Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Patrick Bodenmann
- Department of Ambulatory Care and Community Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Stefan Zechmann
- Institute of Primary Care, University of Zurich, Zurich, Switzerland
| | | | - Nicolas Senn
- Institute of Family Medicine, University of Lausanne, 44 rue du Bugnon, 1011, Lausanne, Switzerland
| | - Daniel Widmer
- Institute of Family Medicine, University of Lausanne, 44 rue du Bugnon, 1011, Lausanne, Switzerland
| | - Sven Streit
- Institute of Primary Health Care (BIHAM), University of Berne, Berne, Switzerland
| | - Andreas Zeller
- Centre for Primary Health Care, University of Basel, Basel, Switzerland
| | - Dagmar M Haller
- Primary Care Unit, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Lilli Herzig
- Institute of Family Medicine, University of Lausanne, 44 rue du Bugnon, 1011, Lausanne, Switzerland.
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Inflammation and neutrophil immunosenescence in health and disease: Targeted treatments to improve clinical outcomes in the elderly. Exp Gerontol 2018; 105:70-77. [DOI: 10.1016/j.exger.2017.12.020] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 12/21/2017] [Accepted: 12/22/2017] [Indexed: 12/20/2022]
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Excoffier S, Herzig L, N'Goran AA, Déruaz-Luyet A, Haller DM. Prevalence of multimorbidity in general practice: a cross-sectional study within the Swiss Sentinel Surveillance System (Sentinella). BMJ Open 2018; 8:e019616. [PMID: 29511015 PMCID: PMC5855161 DOI: 10.1136/bmjopen-2017-019616] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES To estimate the prevalence of multimorbidity using a list of 75 chronic conditions derived from the International Classification for Primary Care, Second edition and developed specifically to assess multimorbidity in primary care. Our aim was also to provide prevalence data for multimorbidity in primary care in a country in which general practitioners (GPs) do not play a gatekeeping role in the health system. SETTING A representative sample of GPs within the Swiss Sentinel Surveillance Network. PARTICIPANTS 118 GPs completed a paper-based questionnaire about 25 consecutive patients of all ages between September and November 2015. There were no patient exclusion criteria. Recorded data included date of birth, gender and the patients' chronic conditions. PRIMARY AND SECONDARY OUTCOME MEASURES We estimated the prevalence of multimorbidity, defined as ≥2, and ≥3 chronic conditions stratified by gender and age group, and adjusted for clustering by GPs. We also computed the prevalence of each chronic condition individually and grouped by system. RESULTS Data from 2904 patients were included (mean age (SD)=56.5 (20.5) years; male=43.7%). Prevalence was 52.1% (95% CI 48.6% to 55.5%) for ≥2 and 35.0% (95% CI 31.6% to 38.5%) for ≥3 chronic conditions, with no significant gender differences. Prevalence of two or more chronic conditions was low (6.2%, 95% CI 2.8% to 13.0%) in those below 20 but affected more than 85% (85.8%, 95% CI 79.6% to 90.3%) of those above the age of 80. The most prevalent conditions were cardiovascular (42.7%, 95% CI 39.7% to 45.7%), psychological (28.5%, 95% CI 26.1% to 31.1%) and metabolic or endocrine disorders (24.1%, 95% CI 21.6% to 26.7%). Elevated blood pressure was the most prevalent cardiovascular condition and depression the most common psychological disorder. CONCLUSION In a country in which GPs do not play a gatekeeping role within the health system, the prevalence of multimorbidity, as assessed using a list of chronic conditions specifically relevant to primary care, is high and increases with age.
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Affiliation(s)
- Sophie Excoffier
- Primary Care Unit, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Lilli Herzig
- Institute of Family Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Alexandra A N'Goran
- Institute of Family Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Anouk Déruaz-Luyet
- Institute of Family Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Dagmar M Haller
- Primary Care Unit, Faculty of Medicine, University of Geneva, Geneva, Switzerland
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N’Goran AA, Pasquier J, Deruaz-Luyet A, Burnand B, Haller DM, Neuner-Jehle S, Zeller A, Streit S, Herzig L, Bodenmann P. Factors associated with health literacy in multimorbid patients in primary care: a cross-sectional study in Switzerland. BMJ Open 2018; 8:e018281. [PMID: 29440210 PMCID: PMC5829773 DOI: 10.1136/bmjopen-2017-018281] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
OBJECTIVE To identify factors associated with health literacy in multimorbid patients. DESIGN A nationwide cross-sectional study in Switzerland. Univariate and multivariate linear regressions were calculated to identify variables associated with health literacy. A multiple imputation approach was used to deal with missing values. PARTICIPANTS Multimorbid patients recruited in primary care settings (n=888), above 18 years old and suffering from at least 3 of 75 chronic conditions on a predefined list based on the International Classification of Primary Care 2. MAIN MEASURES Health literacy was assessed using the European Health Literacy Survey project questionnaire (HLS-EU 6). This comprises six items scored from 1 to 4 (very difficult=1, fairly difficult=2, fairly easy=3, very easy=4), and the total health literacy score is computed as their mean. As we wished to understand the determinants associated with lower health literacy, the HLS-EU 6 score was the only dependent variable; all other covariates were considered independent. RESULTS The mean health literacy score (SD) was 2.9 (0.5). Multivariate analyses found significant associations between low health literacy scores and treatment burden scores (β=-0.004, 95% CI -0.006 to 0.002); marital status, predominantly the divorced group (β=0.136, 95% CI 0.012 to 0.260); dimensions of the EuroQuol 5 Dimension 3 Level (EQ5D3L) quality of life assessment, that is, for moderate problems with mobility (β=-0.086, 95% CI -0.157 to 0.016); and with moderate problems (β=-0.129, 95% CI -0.198 to 0.060) and severe problems with anxiety/depression (β=-0.343, 95% CI -0.500 to 0.186). CONCLUSIONS Multimorbid patients with a high treatment burden, altered quality of life by problems with mobility, anxiety or depression, often also have low levels of health literacy. Primary care practitioners should therefore pay particular attention to these patients in their daily practice.
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Affiliation(s)
| | - Jérôme Pasquier
- Institute of Social and Preventive Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Anouk Deruaz-Luyet
- Institute of Family Medicine, University of Lausanne, Lausanne, Switzerland
| | - Bernard Burnand
- Institute of Social and Preventive Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Dagmar M Haller
- Primary Care Unit, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | | | - Andreas Zeller
- Centre for Primary Health Care, University of Basel, Basel, Switzerland
| | - Sven Streit
- Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland
| | - Lilli Herzig
- Institute of Family Medicine, University of Lausanne, Lausanne, Switzerland
| | - Patrick Bodenmann
- Department of Ambulatory Care and Community Medicine, Lausanne University Hospital, Lausanne, Switzerland
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N’Goran AA, Déruaz-Luyet A, Haller DM, Zeller A, Rosemann T, Streit S, Herzig L. Comparing the self-perceived quality of life of multimorbid patients and the general population using the EQ-5D-3L. PLoS One 2017; 12:e0188499. [PMID: 29261695 PMCID: PMC5736180 DOI: 10.1371/journal.pone.0188499] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Accepted: 11/08/2017] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVES To assess and compare the self-perceived Health Related Quality of Life (HRQoL) of multimorbid patients and the general population using health utilities (HU) and visual analogue scale (VAS) methods. METHODS We analyzed data (n = 888) from a national, cross-sectional Swiss study of multimorbid patients recruited in primary care settings. Self-perceived HRQoL was assessed using the EQ-5D-3L instrument, composed of 1) a questionnaire on the five dimensions of mobility, self-care, usual activities, pain/discomfort, and anxiety/depression (EQ-5D dimensions), and 2) a 0-100 (0 = worst- and 100 = best-imaginable health status) VAS. We described the EQ-5D dimensions and VAS and computed HU using a standard pan-European value set. HU and VAS are the two components of the overall HRQoL assessment. We examined the proportions of multimorbid patients reporting problems (moderate/severe) in each EQ-5D dimension, corresponding proportions without problems, and mean HU and VAS values across patient characteristics. To test differences between subgroups, we used chi-square tests for dichotomous outcomes and T-tests (ANOVA if more than two groups) for continuous outcomes. Finally, we compared observed and predicted HU and VAS values. RESULTS All 888 participants answered every EQ-5D item. Mean (SD) HU and VAS values were 0.70 (0.18) and 63.2 (19.2), respectively. HU and VAS were considerably and significantly lower in multimorbid patients than in the general population and were also lower in multimorbid patients below 60 years old and in women. Differences between observed and predicted means (SD) were -0.07 (0.18) for HU and -11.8 (20.3) for VAS. CONCLUSIONS Self-perceived HRQoL is considerably and significantly affected by multimorbidity. More attention should be given to developing interventions that improve the HRQoL of multimorbid patients, particularly women and those aged below 60 years old.
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Affiliation(s)
| | - Anouk Déruaz-Luyet
- Institute of Family Medicine, University of Lausanne, Lausanne, Switzerland
| | - Dagmar M. Haller
- Primary Care Unit, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Andreas Zeller
- Centre for Primary Health Care, University of Basel, Basel, Switzerland
| | - Thomas Rosemann
- Institute of Primary Care, University of Zurich, Zurich, Switzerland
| | - Sven Streit
- Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland
| | - Lilli Herzig
- Institute of Family Medicine, University of Lausanne, Lausanne, Switzerland
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